historic_pheno_data_analysis
Analysis of wheat and barley historical data from 9 AGENT genebanks.
https://github.com/agentproject/historic_pheno_data_analysis
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Analysis of wheat and barley historical data from 9 AGENT genebanks.
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README.md
historicphenodata_analysis
Analysis of wheat and barley historic data from 9 AGENT genebanks : Calculation of heritability and BLUEs of traits of agronomic interest, in an easy-to-reuse manner thanks to notebooks and custom functions.
The analysis methods come from the article of Philipp et al. (2018) Leveraging the Use of Historical Data Gathered During Seed Regeneration of an ex Situ Genebank Collection of Wheat.
The main packages used are:
- the
tidyversemetapackage, from conda-forge multtest, Bioconductor package, from biocondaasreml(proprietary R package)
Acknowledgements:
- to the IPK Quantitative Genetics group, for the hospitality and guidance.
- to the CREA-CI and INIA genebanks, for their hospitality, and to all genebanks for their collaboration.
Owner
- Name: EU H2020 AGENT project
- Login: AGENTproject
- Kind: organization
- Website: https://www.agent-project.eu/
- Repositories: 1
- Profile: https://github.com/AGENTproject
Citation (CITATION.cff)
cff-version: 1.2.0
title: AGENTproject/historic_pheno_data_analysis
license: CC-BY-4.0
type: software
abstract: AGENT project historical phenotypic data analysis and curation
identifiers:
- type: doi
value: 10.5281/zenodo.15343013
- type: swh
value: 'swh:1:dir:a95895b0bfdbf346dbb31d656c9ef446c056caec'
message: If you use this software, please cite it using the metadata from this file.
authors:
- given-names: Erwan
family-names: Le Floch
affiliation: Université Paris-Saclay, INRAE, Institut Français de Bioinformatique (IFB), BioinfOmics, URGI, 78026, Versailles, France
orcid: 'https://orcid.org/0000-0002-1010-6859'
- given-names: Marcel Oliver
family-names: Berkner
affiliation: Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
orcid: 'https://orcid.org/0000-0003-2262-5098'
- given-names: Jochen Christoph
family-names: Reif
affiliation: Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
orcid: 'https://orcid.org/0000-0002-6742-265X'
keywords:
- plant sciences
- data curation
- phenotyping
- plant genetic resources
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